Anzahl der Publikationen: 52
2023
Zielinski, Sebastian ORCID: https://orcid.org/0009-0000-0894-8996; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Stein, Jonas ORCID: https://orcid.org/0000-0001-5727-9151; Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study.
GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon Portugal, July 15 - 19, 2023.
Silva, Sara und Paquete, Luís (Hrsg.):
In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
New York, NY, United States: Association for Computing Machinery. S. 2263-2271
Stein, Jonas ORCID: https://orcid.org/0000-0001-5727-9151; Chamanian, Farbod ORCID: https://orcid.org/0009-0002-3027-8241; Zorn, Maximilian ORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Zielinski, Sebastian ORCID: https://orcid.org/0009-0000-0894-8996 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon Portugal, July 15 - 19, 2023.
Silva, Sara und Paquete, Luís (Hrsg.):
In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
New York, NY, United States: Association for Computing Machinery. S. 2254-2262
Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667; Zielinski, Sebastian ORCID: https://orcid.org/0009-0000-0894-8996; Henghuber, Sofie ORCID: https://orcid.org/0009-0008-8558-2869 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
A Relative Approach to Comparative Performance Analysis for Quantum Optimization.
GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon Portugal, July 15 - 19, 2023.
Silva, Sara und Paquete, Luís (Hrsg.):
In: GECCO '23 Companion : Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
New York, NY, United States: Association for Computing Machinery. S. 2211-2215
Altmann, Philipp; Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Feuchtinger, Leonard; Nüßlein, Jonas; Linnhoff-Popien, Claudia und Phan, Thomy
(2023):
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing.
Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23}, Macao, SAR, 2023.08.19-25.
Elkind, Edith (Hrsg.):
In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence,
Vienna, Austria: International Joint Conferences on Artificial Intelligence. S. 3414-3422
2022
Gabor, Thomas; Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2022):
Self-Replication in Neural Networks.
In: Artificial Life, Bd. 28, Nr. 2: S. 205-223
Gabor, Thomas; Rosenfeld, Marian Lingsch; Linnhoff-Popien, Claudia und Feld, Sebastian
(2022):
How to Approximate any Objective Function via Quadratic Unconstrained Binary Optimization.
2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER), Honolulu, HI, USA, 15-18 March 2022.
In: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER),
S. 1249-1257
Friedrich, Markus; Illium, Steffen; Fayolle, Pierre-Alain und Linnhoff-Popien, Claudia
(2022):
CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach.
VISIGRAPP 2020, Virtual, February 6–8, 2022.
De Sousa, A. Augusto (Hrsg.):
In: Computer Vision, Imaging and Computer Graphics Theory and Applications 17th International Joint Conference, VISIGRAPP 2022, Virtual Event, February 6–8, 2022, Revised Selected Papers, Communications in Computer and Information Science
Bd. 1474
Cham, Switzerland: Springer. S. 53-79
Gabor, Thomas; Lachner, Michael; Kraus, Nico; Roch, Christoph; Stein, Jonas; Ratke, Daniel und Linnhoff-Popien, Claudia
(2022):
Modifying the quantum-assisted genetic algorithm.
GECCO '22, Genetic and Evolutionary Computation Conference, Boston Massachusetts, July 9 - 13, 2022.
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion,
New York: Association for Computing Machinery. S. 2205-2213
Sedlmeier, Andreas; Kölle, Michael; Müller, Robert; Baudrexel, Leo und Linnhoff-Popien, Claudia
(2022):
Quantifying Multimodality in World Models.
14th International Conference on Agents and Artificial Intelligence, Online, 3-5 February, 2022.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. Vol. 1,
Setúbal: SciTePress - Science and Technology Publications. S. 367-374
Illium, Steffen; Schillman, Thore; Müller, Robert; Gabor, Thomas und Linnhoff-Popien, Claudia
(2022):
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks.
14th International Conference on Agents and Artificial Intelligence (ICAART 2022), Online, 3-5 February, 2022.
In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3,
S. 308-315
Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Kolle, Michael; Linnhoff-Popien, Claudia und Gabor, Thomas
(2022):
Constructing Organism Networks from Collaborative Self-Replicators.
2022 IEEE Symposium Series on Computational Intelligence (SSCI), Singapore, Singapore, 04-07 December 2022.
Ishibuchi, Hisao (Hrsg.):
In: Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022),
New York: IEEE. S. 1268-1275
Nüßlein, Jonas; Illium, Steffen; Müller, Robert; Gabor, Thomas und Linnhoff-Popien, Claudia
(2022):
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
30th International Conference on Case-Based Reasoning Research and Development (ICCBR 2022), Nancy, France, September 12–15, 2022.
Keane, Mark T. und Wiratunga, Nirmalie (Hrsg.):
In: Case-Based Reasoning Research and Development, Lecture Notes in Artificial Intelligence (LNAI)
Bd. 13405
Cham: Springer. S. 304-317
Nüßlein, Jonas; Gabor, Thomas; Linnhoff-Popien, Claudia und Feld, Sebastian
(2022):
Algorithmic QUBO formulations for k -SAT and hamiltonian cycles.
GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, July 9 - 13, 2022.
Fieldsend, Jonathan E. (Hrsg.):
In: Proceedings of the Genetic and Evolutionary Computation Conference Companion,
New York: Association for Computing Machinery. S. 2240-2246
Ritz, Fabian ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Müller, Robert ORCID: https://orcid.org/0000-0003-3108-713X; Gabor, Thomas; Sedlmeier, Andreas; Zeller, Marc; Wieghardt, Jan; Schmid, Reiner; Sauer, Horst; Klein, Cornel und Linnhoff-Popien, Claudia
(2022):
Specification Aware Multi-Agent Reinforcement Learning.
13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Agents and Artificial Intelligence. 13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021, Revised Selected Papers, Lecture Notes in Computer Science
Bd. 13251
Cham: Springer. S. 3-21
2021
Phan, Thomy; Belzner, Lenz; Gabor, Thomas; Sedlmeier, Andreas; Ritz, Fabian und Linnhoff-Popien, Claudia
(2021):
Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition.
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Virtual Event, February 2-9, 2021.
In: Proceedings of the AAAI Conference on Artificial Intelligence,
Bd. 35, Nr. 13
AAAI Press. S. 11308-11316
Linnhoff-Popien, Claudia; Klein, Cornel; Sauer, Horst; Schmid, Reiner; Wieghardt, Jan; Zeller, Marc; Sedlmeier, Andreas; Gabor, Thomas; Müller, Robert; Phan, Thomy und Ritz, Fabian
(2021):
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning.
In: Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
Proceedings of the 13th International Conference on Agents and Artificial Intelligence (Volume 1). ICAART, Setúbal, Portuagl: SciTePress. S. 28-37
Linnhoff-Popien, Claudia; Ochs, Jörg; Platschek, Christian; Schröder, Tobias; Ritz, Fabian; Illium, Steffen und Müller, Robert
(2021):
Acoustic Leak Detection in Water Networks.
In:
Proceedings of the 13th International Conference on Agents (Volume 2) and Artificial Intelligence. ICAART, Setúbal, Portuagl: SciTePress. S. 306-313
Schmid, Kyrill; Müller, Robert; Belzner, Lenz; Tochtermann, Johannes und Linnhoff-Popien, Claudia
(2021):
Distributed Emergent Agreements with Deep Reinforcement Learning.
2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021.
In: 2021 International Joint Conference on Neural Networks (IJCNN),
S. 1-8
2020
Hahn, Carsten; Phan, Thomy; Feld, Sebastian; Roch, Christoph; Ritz, Fabian; Sedlmeier, Andreas; Gabor, Thomas und Linnhoff-Popien, Claudia
(2020):
Nash Equilibria in Multi-Agent Swarms.
In: Icaart: Proceedings of the 12Th International Conference on Agents and Artificial Intelligence, Vol 1: S. 234-241
Sax, Irmi; Feld, Sebastian; Zielinski, Sebastian; Gabor, Thomas; Linnhoff-Popien, Claudia und Mauerer, Wolfgang
(2020):
Approximate Approximation on a Quantum Annealer.
In: 17th ACM International Conference on Computing Frontiers 2020 (CF 2020): S. 108-117
Gabor, Thomas; Sedlmeier, Andreas; Phan, Thomy; Ritz, Fabian; Kiermeier, Marie; Belzner, Lenz; Kempter, Bernhard; Klein, Cornel; Sauer, Horst; Schmid, Reiner; Wieghardt, Jan; Zeller, Marc und Linnhoff-Popien, Claudia
(2020):
The scenario coevolution paradigm: adaptive quality assurance for adaptive systems.
In: International Journal on Software Tools for Technology Transfer, Bd. 22: S. 457-476
[PDF, 1MB]
2019
Phan, Thomy; Belzner, Lenz; Kiermeier, Marie; Friedrich, Markus; Schmid, Kyrill und Linnhoff-Popien, Claudia
(2019):
Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling.
In: Thirty-Third Aaai Conference on Artificial Intelligence / Thirty-First Innovative Applications of Artificial Intelligence Conference / Ninth Aaai Symposium on Educational Advances in Artificial Intelligence: S. 7941-7948
Friedrich, Markus; Fayolle, Pierre-Alain; Gabor, Thomas und Linnhoff-Popien, Claudia
(2019):
Optimizing Evolutionary CSG Tree Extraction.
In: Proceedings of the 2019 Genetic and Evolutionary Computation Conference (Gecco'19): S. 1183-1191
Gabor, Thomas; Illium, Steffen; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2019):
Self-Replication in Neural Networks.
In: Alife 2019: the 2019 Conference on Artificial Life: S. 424-431
2018
2017
Kiermeier, Marie; Feld, Sebastian und Linnhoff-Popien, Claudia
(2017):
Root Cause Analysis for Global Anomalous Events in Self-Organizing Industrial Systems.
IEEE 21st International Conference on Intelligent Engineering Systems, Larnaca, Cyprus, October 20-23, 2017.
Szakál, Anikó (Hrsg.):
In: INES 2017 : IEEE 21st International Conference on Intelligent Engineering Systems : proceedings : October 20-23, 2017, Larnaca, Cyprus,
Piscataway, NJ: IEEE. S. 163-168
Kiermeier, Marie; Werner, Martin; Linnhoff-Popien, Claudia; Sauer, Horst und Wieghardt, Jan
(2017):
Anomaly detection in self-organizing industrial systems using pathlets.
2017 IEEE International Conference on Industrial Technology (ICIT), Toronto, 22-25 March 2017.
Institute of Electrical and Electronics Engineers (Hrsg.),
In: 2017 IEEE International Conference on Industrial Technology (ICIT) : 22-25 March 2017,
Piscataway, NJ: IEEE. S. 1226-1231
2016
2015
2012
Picot, Arnold und Janello, Christoph
(2012):
Mobile Kommunikation der nächsten Dekade.
In: Verclas, Stephan und Linnhoff-Popien, Claudia (Hrsg.):
Smart Mobile Apps – Mit Business-Apps ins Zeitalter mobiler Geschäftsprozesse. Berlin ; Heidelberg: Springer. S. 521-530
2010
1999
Backofen, Rolf; Böck, August; Bry, François; Buckenmaier, Andreas; Clote, Peter; Gabriel, Wilfried; Grosschedl, Rudolf; Hegering, Heinz-Gerd; Hermann, Reinhold G.; Kriegel, Hans-Peter; Kahmann, Regine; Kröger, Fred; Linnhoff-Popien, Claudia; Mewes, Hans-Werner; Weiss, Elisabeth H. und Wirsing, Martin
(1999):
Positionspapier zum Ausbau der Bioinformatik an der Ludwig-Maximilians-Universität München.
[PDF, 469kB]
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